Sholanbayev U.

Sholanbayev U.

Senior Data Scientist

Almaty , Kazakhstan

Experience: 5 Years

Sholanbayev

Almaty , Kazakhstan

Senior Data Scientist

96000 USD / Year

  • Immediate: Available

5 Years

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Portfolio Projects

Drive Outcome Prediction

Company

Drive Outcome Prediction

Role

Machine Learning Engineer

Description

Implemented and trained 6 NFL drive outcome prediction Neural Net models on NFL
data to create coefficients for sports betting companies. Each model is responsible for a specific type of drives in NFL

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S3/Postgres based Video Pipeline

Company

S3/Postgres based Video Pipeline

Role

Machine Learning Engineer

Description

Given raspberry cameras set in a shoe store the video pipeline takes care of processing videos and
detecting all the interactions of customers with shoes. The interactions are supposed to then be used
for statistical analysis of shoes’ popularity. Processing includes detection and classification of shoes,
persons, person faces and emotions and save the interactions for further analysis and statistics.
Furthermore, each shelf (2 shelves per store) has 2 raspberry cameras set for it. The first camera
looking at the shelf and the second looking from the shelf and used to detect mainly but not
exclusively customer face and emotions. 

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LinkedIn Scraping

Company

LinkedIn Scraping

Role

Data Scientist

Description

Scraped 10+ million company front pages from LinkedIn (Java, Ubuntu, Selenium, DOM)

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NBA Data Processing/Classification Framework

Company

NBA Data Processing/Classification Framework

Role

Machine Learning Engineer

Description

Created a data pipeline to quickly digest and synchronize each NBA game’s tracking and play-by-play data into structured units - “Possessions”. 

This framework deals with big and raw data and is easily maintained. It also allows the developer to collect specific data(such as shot probability data, post play and ball_screen datasets) for further analysis. 

 

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Tools

PyCharm Ubuntu